WSI Classification on BCNB-HER2 benchmark leaderboard · SOTA2 Research

WSI Classification on BCNB-HER2

79.36AccuracyHookMIL-Vis

Evaluation Results

Method	Links
HookMIL-Vis2025.12		79.36	80.95	67.73
HookMIL-TN2025.12		77.85	78.95	65.75
DSMIL2025.12		77.5	76.37	65.51
AMD-MIL2025.12		77.41	77.83	63.77
CLAM-MB2025.12		76.75	77.45	65.19
AC-MIL2025.12		76.75	78.8	59.94
CLAM-SB2025.12		76.65	77.93	62.7
WiKG2025.12		76.65	76.75	60.31
DTFD-MIL2025.12		76.18	77.18	62.61
ILRA2025.12		75.33	73.25	63.56
ABMIL2025.12		74.95	75.28	61.77
TransMIL2025.12		74.01	75.41	52.71
MambaMIL2025.12		66.3	73.5	65
MambaMIL+2025.12		65.2	75.6	64.8
MambaMIL+2025.12		65.1	74.7	65.2
DTFD2025.12		63.9	74.6	64
DTFD2025.12		63.5	74.9	62.6
RRTMIL2025.12		62.8	74.4	63.6
MaxMIL2025.12		62.5	72.4	63.1
MHIM-TransMIL2025.12		62.1	71.6	61.3
MHIM-TransMIL2025.12		62.1	75.4	59.8
MHIM-ABMIL2025.12		61.9	74.6	60.7
MHIM-ABMIL2025.12		61.9	75.4	60.7
PAM2025.12		61.9	75.3	61
MambaMIL2025.12		61.9	73.5	61.5
PAM2025.12		61.2	71.3	60.8
ABMIL2025.12		60.5	72.1	59.8
2DMambaMIL2025.12		60.5	72.1	59.8
MaxMIL2025.12		60	73	58.7
MeanMIL2025.12		59.4	72.2	59.9
CLAM2025.12		59.4	74.1	58.8
DSMIL2025.12		58.9	73.5	59
ABMIL2025.12		57.5	73.7	56.6
TransMIL2025.12		57.3	64.9	55.7
CLAM2025.12		57	74.1	53.7
RRTMIL2025.12		56.6	74.2	54.3
DSMIL2025.12		56.5	75.9	54.6
2DMambaMIL2025.12		56	67.2	55.2
MambaMIL+2025.12		55.7	69.8	54.2
RRTMIL2025.12		55.6	67.6	52.3
TransMIL2025.12		55.6	68.6	52.5
MeanMIL2025.12		55	69.4	53.3
MambaMIL2025.12		54.8	68.5	51.9
DTFD2025.12		54.7	66.1	51.8
PAM2025.12		53.7	68	50.9
MHIM-ABMIL2025.12		53.5	66.4	49.8
2DMambaMIL2025.12		51.8	64.2	47.3
TransMIL2025.12		51.7	54.2	46.2
MHIM-TransMIL2025.12		51.6	51.2	45.6
CLAM2025.12		50.5	66.6	44.1
MeanMIL2025.12		50	62.3	42.4
MaxMIL2025.12		50	60.6	42.4
ABMIL2025.12		50	65.7	42.4
DSMIL2025.12		49.9	63.1	42.3